This Guidance combines AWS IoT SiteWise with HighByte Intelligence Hub to facilitate the transformation of manufacturing and industrial operations through a proven, governed, data-driven approach. HighByte Intelligence Hub serves as an edge-native DataOps solution, bridging the gap between operational technology (OT) and IT by integrating industrial information across diverse systems. With this Guidance, you can achieve a Unified Namespace (UNS) that helps ensure seamless data access and integration throughout the manufacturing enterprise's lifecycle.

This Guidance facilitates the establishment and upkeep of an enterprise-governed asset model across remote sites with central and remote HighByte Intelligence Hubs. The central Intelligence Hub enables the creation and maintenance of an enterprise-governed asset hierarchy and model across remote sites, while remote Intelligence Hubs at the site level aid in ingesting data from different industrial edge data sources. This provides an effortless publishing process to AWS IoT SiteWise, a purpose-built AWS industrial Internet of Things (IoT) service.

Please note: [Disclaimer]

Architecture Diagram

Download the architecture diagram PDF 

1: Delivering Industrial DataOps (IDO) on Industrial Data Fabric (IDF)

This high-level architecture diagram is a reference that helps you create an enterprise governed model, ingest near real-time and historical data at scale from edge data sources into an IDF on AWS, and interface with applications using REST APIs.

Well-Architected Pillars

The AWS Well-Architected Framework helps you understand the pros and cons of the decisions you make when building systems in the cloud. The six pillars of the Framework allow you to learn architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable systems. Using the AWS Well-Architected Tool, available at no charge in the AWS Management Console, you can review your workloads against these best practices by answering a set of questions for each pillar.

The architecture diagram above is an example of a Solution created with Well-Architected best practices in mind. To be fully Well-Architected, you should follow as many Well-Architected best practices as possible.

Implementation Resources

A detailed guide is provided to experiment and use within your AWS account. Each stage of building the Guidance, including deployment, usage, and cleanup, is examined to prepare it for deployment.

The sample code is a starting point. It is industry validated, prescriptive but not definitive, and a peek under the hood to help you begin.

Partner Solution

HighByte Intelligence Hub

Contextualize the “EDGE Payload”
Start by building your own platform the focuses on liberating plant data from EDGE  to cloud with context


The sample code; software libraries; command line tools; proofs of concept; templates; or other related technology (including any of the foregoing that are provided by our personnel) is provided to you as AWS Content under the AWS Customer Agreement, or the relevant written agreement between you and AWS (whichever applies). You should not use this AWS Content in your production accounts, or on production or other critical data. You are responsible for testing, securing, and optimizing the AWS Content, such as sample code, as appropriate for production grade use based on your specific quality control practices and standards. Deploying AWS Content may incur AWS charges for creating or using AWS chargeable resources, such as running Amazon EC2 instances or using Amazon S3 storage.

References to third-party services or organizations in this Guidance do not imply an endorsement, sponsorship, or affiliation between Amazon or AWS and the third party. Guidance from AWS is a technical starting point, and you can customize your integration with third-party services when you deploy the architecture.

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